Lesson07

ISSS608 Visual Analytics and Applications

About

Weekly Session

Assignment

Visual Analytics Project

Course Resources

Programming Data Visualisation in R

Content

• R, RStudio and RMarkdown 101
• Introducing The Grammar of Graphics
• ggplot2, The Layered Grammar of Graphics
  • The Essential Grammatical Elements in ggplot2
• Designing Analytical Graphics with ggplot2

Readings

Core Readings

• A Layered Grammar of Graphics
• Chapter 3 Data Visualization, Chapter 7 Exploratory Data Analysis and Chapter 28 Graphics for communication of R for Data Science.

Additional Readings

• Wickham, Hadley (2016) ggplot2: Elegant Graphics for Data Analysis, Springer.
• R Graphics Cookbook, 2nd edition
• Data Visualization: A practical introduction
• Data Visualization with ggplot2
• ggplot2 介紹
• 第 9 章 数据可视化
• Plotly R Open Source Graphing Library
• Interactive web-based data visualization with R, plotly, and shiny
• The R Graph Gallery

DataCamp Courses

• Data Visualization with ggplot2 (Part 1)
• Data Visualization with ggplot2 (Part 2)
• Data Visualization with ggplot2 (Part 3)
• Interactive Data Visualization with plotly in R
• Intermediate Interactive Data Visualization with plotly in R